This document summarizes a seminar on pharmacogenomics and its promise for personalized medicine. Pharmacogenomics uses DNA analysis to target drugs to specific patient populations based on their genetic makeup. It aims to increase drug safety and efficacy by individualizing treatment. Recent research has applied pharmacogenomic approaches to develop personalized therapies for conditions like HIV, cancer, cardiovascular disease, and depression. While pharmacogenomics faces scientific hurdles, it has the potential to enhance drug discovery, development, and outcomes by identifying genetic factors influencing drug targets and individual responses.